The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 47 21 32
Rank change year-on-year
-26 +11
Contract jobs citing Data Modelling 12 42 8
As % of all contract IT jobs located in South Yorkshire 1.94% 7.41% 2.14%
As % of the Processes & Methodologies category 2.56% 8.97% 2.91%
Number of daily rates quoted 11 33 5
Median daily rate £495 £400 £375
Median daily rate % change year-on-year
+23.75% +6.66%
90% offered a daily rate of more than £335 £325 £220
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £15.39
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
Data Modelling
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South Yorkshire region.

Processes & Methodologies Category
South Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
469 468 275
As % of all contract IT jobs located in South Yorkshire 76.01% 82.54% 73.73%
Number of daily rates quoted 322 356 165
Median daily rate £450 £400 £325
Median daily rate % change year-on-year
+12.50% +23.07%
90% offered a daily rate of more than £300 £270 £225
10% offered a daily rate of more than £550 £550 £425
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 24 22 15
Median hourly rate £25.00 £15.00 £19.00
Median hourly rate % change year-on-year
+66.66% -21.05%
90% offered a hourly rate of more than £13.80 £10.50 £13.98
10% offered a hourly rate of more than £50.00 £28.00 £25.00
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

Data Modelling
Jobs Demand Trend in South Yorkshire

The demand trend of contract jobs across the South Yorkshire region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in South Yorkshire

Data Modelling
Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Daily Rate Trend in South Yorkshire

Data Modelling
Daily Rate Histogram in South Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South Yorkshire region over the 3 months to 30 September 2016.

Data Modelling Daily Rate Histogram in South Yorkshire

Data Modelling
Hourly Rate Trend in South Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Hourly Rate Trend in South Yorkshire

Data Modelling
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the South Yorkshire region over the 3 months to 30 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -30 8 £525 +23.52% 1
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in South Yorkshire

For the 6 months to 30 September 2016, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the South Yorkshire region with a requirement for Data Modelling.

1 14 (50.00%) SQL
2 12 (42.86%) Oracle
3 11 (39.29%) ETL
4 9 (32.14%) Data Warehouse
4 9 (32.14%) Finance
5 8 (28.57%) Migration
5 8 (28.57%) PL/SQL
5 8 (28.57%) Business Intelligence
5 8 (28.57%) Oracle Database
6 7 (25.00%) Data Architecture
6 7 (25.00%) Data Migration
7 6 (21.43%) SQL Server
7 6 (21.43%) Apache Hive
8 5 (17.86%) Hadoop
8 5 (17.86%) Oracle ODI
8 5 (17.86%) Oracle Database 12c
8 5 (17.86%) Oracle BI EE
8 5 (17.86%) Apache Pig
8 5 (17.86%) Big Data
8 5 (17.86%) Logical Data Model
8 5 (17.86%) SAS
8 5 (17.86%) Informatica
9 4 (14.29%) Data Mining
9 4 (14.29%) ERwin
9 4 (14.29%) Active Directory
9 4 (14.29%) SharePoint
9 4 (14.29%) Unix
9 4 (14.29%) LDAP
9 4 (14.29%) Enterprise Architecture
9 4 (14.29%) Data Munging

Data Modelling
Top Related IT Skills in South Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (17.86%) Apache Pig
1 5 (17.86%) SAS
2 4 (14.29%) SharePoint
3 2 (7.14%) Apache Spark
Applications
1 2 (7.14%) MS Office
2 1 (3.57%) MS Excel
Cloud Services
1 2 (7.14%) Microsoft Azure
Communications & Networking
1 4 (14.29%) LDAP
Database & Business Intelligence
1 9 (32.14%) Data Warehouse
2 8 (28.57%) Oracle Database
3 6 (21.43%) Apache Hive
3 6 (21.43%) SQL Server
4 5 (17.86%) Big Data
4 5 (17.86%) Hadoop
4 5 (17.86%) Oracle BI EE
4 5 (17.86%) Oracle Database 12c
4 5 (17.86%) Oracle ODI
5 4 (14.29%) Data Mining
6 3 (10.71%) DB2
6 3 (10.71%) Enterprise Data Warehouse
6 3 (10.71%) Oracle Database 11g
6 3 (10.71%) Sqoop
7 2 (7.14%) BusinessObjects
7 2 (7.14%) Data Lake
8 1 (3.57%) PostgreSQL
8 1 (3.57%) PowerCenter
8 1 (3.57%) QlikView
8 1 (3.57%) SQL Server Reporting Services
Development Applications
1 4 (14.29%) ERwin
General
1 9 (32.14%) Finance
2 3 (10.71%) Banking
3 2 (7.14%) Manufacturing
4 1 (3.57%) Marketing
Job Titles
1 8 (28.57%) Architect
2 7 (25.00%) Data Architect
3 5 (17.86%) Developer
4 4 (14.29%) Data Modeller
4 4 (14.29%) Enterprise Architect
5 3 (10.71%) DBA
5 3 (10.71%) Enterprise Data Architect
5 3 (10.71%) OBIEE Developer
5 3 (10.71%) Oracle Developer
5 3 (10.71%) Oracle Specialist
5 3 (10.71%) SQL DBA
6 2 (7.14%) Administrator
6 2 (7.14%) Business Intelligence Specialist
6 2 (7.14%) Consultant
6 2 (7.14%) Data Administrator
6 2 (7.14%) Data Consultant
6 2 (7.14%) Data Warehouse Architect
6 2 (7.14%) ETL Tester
6 2 (7.14%) OBIEE Specialist
6 2 (7.14%) Systems Administrator
Libraries, Frameworks & Software Standards
1 4 (14.29%) Apache Tez
Miscellaneous
1 4 (14.29%) Visualisation
2 3 (10.71%) Algorithms
2 3 (10.71%) Data Integration
2 3 (10.71%) iSeries
3 2 (7.14%) Analytical Skills
3 2 (7.14%) FMCG
Operating Systems
1 4 (14.29%) Unix
2 3 (10.71%) Linux
Processes & Methodologies
1 11 (39.29%) ETL
2 8 (28.57%) Business Intelligence
2 8 (28.57%) Migration
3 7 (25.00%) Data Architecture
3 7 (25.00%) Data Migration
4 5 (17.86%) Logical Data Model
5 4 (14.29%) Data Munging
5 4 (14.29%) Data Transformation
5 4 (14.29%) Enterprise Architecture
6 3 (10.71%) Dimensional Modelling
6 3 (10.71%) Physical Data Model
7 2 (7.14%) Analytics
7 2 (7.14%) Business Transformation
7 2 (7.14%) Data Cleansing
7 2 (7.14%) Data Enrichment
7 2 (7.14%) Data Mapping
7 2 (7.14%) Data Visualisation
7 2 (7.14%) MapReduce
7 2 (7.14%) Master Data Management
7 2 (7.14%) Microservices
Programming Languages
1 14 (50.00%) SQL
2 8 (28.57%) PL/SQL
3 2 (7.14%) R
4 1 (3.57%) Shell Script
Qualifications
1 2 (7.14%) SC Cleared
1 2 (7.14%) Security Cleared
2 1 (3.57%) ISEB
Quality Assurance & Compliance
1 1 (3.57%) Data Quality
1 1 (3.57%) QA
System Software
1 4 (14.29%) Active Directory
2 2 (7.14%) Apache Flume
Vendors
1 12 (42.86%) Oracle
2 5 (17.86%) Informatica
3 3 (10.71%) Microsoft
4 2 (7.14%) Hortonworks
4 2 (7.14%) Platfora
5 1 (3.57%) CA
5 1 (3.57%) Tableau
5 1 (3.57%) Teradata